datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vacancy-job-to-skillValidation set used for job-to-skill and skill-to-job in the WorkBench paper, please cite:
@misc{delange2025unifiedworkembeddings,
title={Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker},
author={Matthias De Lange and Jens-Joris Decorte and Jeroen Van Hautte},
year={2025},
eprint={2511.07969},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2511.07969},
}
vacancyradar-datadiscrepencies_and_error_metrics_NPJ_2023_vacancy_re_testing_set
Cite this dataset Liu, Y., He, X., and Mo, Y. discrepencies and error metrics NPJ 2023 vacancy re testing set. ColabFit, 2023. https://doi.org/10.60732/63c3da57
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_la08goe2lz0g_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/discrepencies_and_error_metrics_NPJ_2023_vacancy_re_testing_set.discrepencies_and_error_metrics_NPJ_2023_vacancy_enhanced_training_set
Cite this dataset Liu, Y., He, X., and Mo, Y. discrepencies and error metrics NPJ 2023 vacancy enhanced training set. ColabFit, 2023. https://doi.org/10.60732/5a780a3a
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_qxd7wv9yabtp_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/discrepencies_and_error_metrics_NPJ_2023_vacancy_enhanced_training_set.CeO2_Surface_Oxygen_Vacancy_MLFF
Cite this dataset Oshiro, K., Gao, M., and Hasegawa, J. CeO2 Surface Oxygen Vacancy MLFF. ColabFit, 2026. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_puukty1cgl4q_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CeO2_Surface_Oxygen_Vacancy_MLFF.vacancy-section-classifier-ru
Vacancy Section Classifier Dataset (RU)
Russian-language dataset for 5-class classification of job vacancy text sections scraped from hh.ru.
Classes
ID
Label
Description
0
responsibilities
Job responsibilities / duties
1
requirements
Candidate requirements & skills
2
terms
Employment terms, salary, benefits
3
notes
Company self-intro, perks, culture
4
junk
Headers, boilerplate, noise
Dataset Construction
Source: hh.ru job… See the full description on the dataset page: https://huggingface.co/datasets/russian-oracle/vacancy-section-classifier-ru.russian-it-vacancyДатасет включает в себя данные парсинга с hh и хабр-карьеры вакансий по направлению IT. Задачей является предсказать зарплату (salary) по фичам.
Фичи:
id - id записи
name - название вакансии
city - город вакансии
employer - автор вакансии (компания)
type - тип вакансии (открытая или закрытая)
experience - требуемый опыт работы
employment - тип занятости
role - должность
description - описание вакансии
grade - грейд
Halide_Perovskite_Ion_Migration_MLFF_positive_iodide_vacancy
Cite this dataset Tyagi, V., Pols, M., Brocks, G., and Tao, S. Halide Perovskite Ion Migration MLFF positive iodide vacancy. ColabFit, 2025. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_5tjgk8acmeqe_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Halide_Perovskite_Ion_Migration_MLFF_positive_iodide_vacancy.Halide_Perovskite_Ion_Migration_MLFF_negative_iodide_vacancy
Cite this dataset Tyagi, V., Pols, M., Brocks, G., and Tao, S. Halide Perovskite Ion Migration MLFF negative iodide vacancy. ColabFit, 2025. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_7iys5iy3bz4z_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Halide_Perovskite_Ion_Migration_MLFF_negative_iodide_vacancy.Halide_Perovskite_Ion_Migration_MLFF_neutral_iodide_vacancy
Cite this dataset Tyagi, V., Pols, M., Brocks, G., and Tao, S. Halide Perovskite Ion Migration MLFF neutral iodide vacancy. ColabFit, 2025. https://doi.org/None
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_7q1jmfpf3q9g_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/Halide_Perovskite_Ion_Migration_MLFF_neutral_iodide_vacancy.hh_vacancyoxygen-vacancy_defects_in_Cu2O_111_
Cite this dataset Dongfang, N., Iannuzzi, M., and Al-Hamdani, Y. oxygen-vacancy defects in Cu2O(111). ColabFit, 2024. https://doi.org/10.60732/7fd4eb34
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_ots0ul69q842_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/oxygen-vacancy_defects_in_Cu2O_111_.hostel_vacancy